Data Reconstruction Algorithms: Stability

If you have a question about this talk, please contact Sergey Sergeev.

Some background for data reconstruction algorithms will be briefly introduced. Serval traditional stability conditions will be discussed, and non-traditional stability condition will be introduced. A complete stability characterization for l1-minimization methods and Dantzig selector will be discussed.